Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "70"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 70 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 247 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 229 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_5182/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 70, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.691679 12.077528 -0.186888 80.819659 -1.021163 27.900763 -1.307045 32.529026 0.7817 0.0805 0.4920 12.973345 1.210176
2459593 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.301669 18.141478 0.694962 85.724247 -1.073291 37.678068 -0.692729 11.448996 0.7070 0.0744 0.4660 6.449126 1.219183
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.511687 1.509094 -0.028133 7.398878 -1.274389 2.087865 -1.848515 0.587457 0.0408 0.0315 0.0017 nan nan
2459591 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.524851 21.285315 0.590984 99.548200 -0.211716 32.180000 -0.196168 2.350415 0.6110 0.0538 0.4239 7.328848 1.247494
2459590 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.305226 24.646138 0.298691 92.780237 -1.627406 34.873459 -0.660638 4.682512 0.6114 0.0576 0.4244 6.215385 1.253672
2459589 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.840364 22.347722 0.192160 85.965394 -0.235130 21.982112 -0.858927 17.021001 0.6847 0.0787 0.4267 5.520191 1.187465
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 215.483883 215.578289 inf inf 22.535495 25.392679 21.440174 19.715039 nan nan nan 0.000000 0.000000
2459587 digital_ok 100.00% - - - 100.00% 0.00% -0.515530 22.682835 5.786595 134.239415 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 0.000000 0.000000
2459586 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.624774 19.965464 -0.717903 32.349231 -1.098370 11.495577 -0.510561 6.768178 0.6186 0.0571 0.4164 6.530931 1.232616
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.640967 25.299665 -0.550754 10.889751 -0.639190 10.170060 -0.048384 4.668011 0.0338 0.0343 0.0028 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.428239 26.909698 0.274007 115.094992 2.278354 18.743526 26.591013 27.747660 0.5713 0.0436 0.3798 0.000000 0.000000
2459583 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.517093 20.225965 -0.794884 35.593779 -1.176103 23.302568 1.494293 0.525580 0.6194 0.0512 0.4279 0.000000 0.000000
2459582 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.783156 17.438413 -0.329193 32.365520 -1.387480 28.357605 -0.279936 0.593873 0.6070 0.0431 0.4291 4.438189 1.174636
2459581 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.805000 24.106799 -1.048957 36.509895 -1.020422 22.831308 0.219237 0.655406 0.6263 0.0524 0.4216 5.076330 1.225732
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.337834 1.539714 -0.796908 2.698847 -0.645941 0.568103 1.779894 2.345819 0.0388 0.0344 0.0011 nan nan
2459577 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.920613 23.265797 -0.955887 34.136300 -0.997094 24.918758 -0.138699 0.636400 0.6222 0.0521 0.4357 4.378061 1.193866
2459576 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.438018 17.964512 -0.761643 27.395313 -0.570719 22.002430 -0.307314 1.400489 0.6351 0.0563 0.3960 7.213787 1.204220
2459575 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.853658 18.738633 -0.819815 27.179235 -0.379004 16.957566 -0.822958 5.906314 0.7163 0.0668 0.4571 6.062972 1.140294
2459574 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.643962 16.983633 -0.957844 26.018500 -0.392309 24.301857 -0.773642 0.856722 0.6380 0.0509 0.3792 4.737023 1.195977
2459573 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.485457 17.550230 -0.595619 44.745359 -0.931941 28.208793 -0.285781 1.846537 0.6329 0.0508 0.3856 6.086715 1.041125
2459572 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.731812 17.655244 -0.754644 26.181738 -1.062208 18.030109 -0.046614 3.088898 0.6326 0.0525 0.3937 5.766889 1.246846
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.112464 1.234128 -0.721447 2.786199 -1.042545 0.929880 0.220802 2.644745 0.0337 0.0356 0.0012 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.762173 21.121130 -0.923157 33.962087 -1.115784 10.393515 -1.076852 8.746010 0.7431 0.1005 0.4257 6.526992 1.227621
2459566 digital_ok 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.839322 17.042457 -0.879780 33.941199 -1.136542 21.553605 -0.489896 0.031536 0.6215 0.0468 0.3752 3.528100 1.161254
2459565 digital_ok 0.00% - - - 93.33% 0.00% -1.185954 -1.185954 -1.077553 -1.077553 -0.891166 -0.891166 -0.958079 -0.958079 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 91.96% 0.00% 95.38% 4.62% 1.491114 2.935452 1.571537 2.804450 -0.641229 0.074590 -1.625990 -1.636119 0.6335 0.3264 0.2396 3.891939 3.553320
2459563 digital_ok 100.00% 0.00% 93.46% 0.00% 100.00% 0.00% 5.199254 7.056703 21.114694 23.754075 10.237398 15.287827 -1.394899 -1.741577 0.6225 0.3105 0.2409 6.266171 2.724369
2459562 digital_ok 0.00% 0.00% 94.10% 0.00% 97.30% 2.70% 0.598908 1.811550 0.321395 0.932952 -0.934181 0.215830 -1.022483 -1.058843 0.6294 0.3244 0.2289 3.801997 3.342347
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 95.14% 1.166057 1.590404 0.828021 1.120917 -0.777290 -0.176845 -1.956699 -1.801464 0.6362 0.6435 0.3334 6.587538 9.059433
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 95.14% 0.681416 1.210206 0.433323 0.909686 -0.667642 0.295125 -1.341585 -1.423586 0.6154 0.6181 0.3427 4.433379 8.718503
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 94.62% 1.276068 1.809836 1.004114 1.354278 -0.378199 0.740283 -1.449697 -1.130159 0.6314 0.6372 0.3282 3.325396 7.659300
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.080372 5.887826 11.363654 11.642713 11.127581 14.301584 -1.719181 -0.882898 0.6295 0.6279 0.3336 3.305481 8.263354
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0381 0.0410 0.0025 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.556898 6.316697 11.895787 11.962188 10.175062 12.867178 -2.811779 -2.521987 0.6374 0.6351 0.3259 4.890108 8.050115
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6209 0.6058 0.3298 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6276 0.6138 0.3247 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.331561 6.890907 15.534995 16.571127 16.218662 19.636151 0.304355 0.374378 0.6434 0.6408 0.3309 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 94.62% 0.978767 1.432459 0.774394 1.141778 -1.044493 0.319637 -1.748228 -1.304541 0.6328 0.6306 0.3264 3.984176 7.884282
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0514 0.0508 0.0033 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.001135 5.661030 11.436380 12.152284 11.089011 13.955088 -1.810645 -1.823838 0.6338 0.6351 0.3338 3.017836 8.612274
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.342353 5.864645 22.669371 24.393076 0.258127 0.919061 -1.713527 -0.312721 0.6945 0.6917 0.2994 2.735990 7.129441
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 5.015378 4.834523 14.280369 14.291130 8.821458 11.087964 3.832279 4.444439 0.6957 0.6879 0.2763 4.580169 6.965315
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 78.12% 2.275528 2.427890 2.228265 2.358675 -0.070704 0.741609 -0.911014 -0.445006 0.6999 0.6910 0.2964 3.794176 7.734817
2459536 digital_ok 100.00% 37.06% 37.06% 0.00% 100.00% 0.00% 7.822093 8.652239 19.066822 19.880937 17.221027 19.706689 -2.574068 -1.504656 0.4235 0.4303 0.2090 2.524264 3.366968
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.690068 1.799507 1.736751 2.053729 -0.619624 0.442724 -1.443042 -1.113844 0.0613 0.0669 0.0108 1.166358 1.174950
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.888455 1.483486 0.775264 1.236094 -1.108120 -0.360903 -1.100465 -1.028893 0.0691 0.0854 0.0133 1.162055 1.160882
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 5.643117 6.328057 11.782019 12.423086 9.140689 12.625275 -1.963871 -1.881126 0.0642 0.0830 0.0132 1.180534 1.184757
2459532 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.738960 7.266506 15.492576 15.834470 11.965821 15.154569 -1.402699 -1.658705 0.0612 0.0810 0.0146 1.021220 1.019510
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.890556 1.370841 0.713328 0.952585 -0.944744 0.198731 -1.585813 -0.925327 0.0716 0.0863 0.0169 1.143310 1.146679
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.454809 7.576286 12.551637 13.201163 24.540906 21.344407 -1.637439 -0.917988 0.9125 0.9376 0.2726 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% 6.326849 6.938523 17.104390 18.410510 9.958509 17.244544 -4.769483 -4.533381 nan nan nan 7.400965 17.269019
2459522 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.203385 6.031502 15.684180 15.639047 5.716146 14.017198 -2.392641 -1.770782 0.7089 0.6926 0.3113 5.161157 10.352013
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.724768 4.851002 6.643091 7.835056 2.545713 -1.026173 0.362123 0.420290 0.0389 0.0402 0.0075 nan nan
2459508 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.300704 7.807620 10.054158 10.225660 9.922899 8.562959 8.914283 11.384246 0.0627 0.0825 0.0064 0.000000 0.000000
2459505 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 68.779414 107.375987 106.304816 107.270539 117.793341 77.038732 657.779668 512.488239 0.0069 0.0064 0.0020 1.106594 1.103004

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 70: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 9.645297 9.645297 -1.888171 0.435378 -1.071432 3.810456 -0.535469 1.271492 0.705565

Antenna 70: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 5.986840 5.986840 -1.308150 0.314266 -1.015982 -0.193908 -0.762984 -0.309404 -0.153886

Antenna 70: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 9.727594 -1.685143 9.727594 -0.671580 0.214140 -0.318317 -0.469335 1.000834 -0.015595

Antenna 70: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 8.685479 -1.415406 8.685479 -0.631856 0.158508 -0.059883 -0.044156 4.448353 1.796044

Antenna 70: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 7.855025 -1.687145 7.855025 -0.689574 0.225069 -0.384422 -0.356294 1.397297 1.118187

Antenna 70: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 7.801238 7.801238 -1.392310 -0.109576 -1.102726 -0.166407 -0.870309 0.841065 1.398424

Antenna 70: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 8.611194 -1.505116 8.611194 -0.889655 0.555327 -0.610243 -0.044378 2.468254 0.580596

Antenna 70: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 7.726032 -1.341750 7.726032 -1.182683 1.528413 -0.013549 2.226579 -0.265235 0.621416

Antenna 70: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 8.565554 8.565554 -1.377931 0.306643 -0.961272 -0.160863 -0.969172 1.221613 0.446590

Antenna 70: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 7.257051 -1.719285 7.257051 -0.908184 -0.450952 -0.574033 -0.370715 1.550167 0.966185

Antenna 70: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 6.438763 -1.864082 6.438763 -0.622869 2.020654 -1.188503 0.096368 0.299202 1.203673

Antenna 70: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 3.270536 1.101899 -0.900651 1.376149 -0.698778 3.270536 0.184448 1.331917 0.073838

Antenna 70: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 5.042553 -1.751732 5.042553 -0.653202 2.754601 -1.386704 4.041239 0.801958 1.026125

Antenna 70: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 9.430901 9.430901 -1.625441 2.866450 -0.340678 -0.009237 -0.022987 0.225167 1.690178

Antenna 70: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 12.723522 5.888213 4.946703 11.830394 -0.091750 12.723522 -0.291480 -3.496973 0.225657

Antenna 70: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 3.049128 3.049128 1.998365 -0.044509 2.574892 -0.921270 1.786708 0.199999 -2.427398

Antenna 70: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 2.847433 1.794882 2.847433 2.587903 -0.473829 1.596833 -0.049643 -1.861463 0.434369

Antenna 70: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 8.710868 5.588737 4.624418 8.710868 0.522566 8.314971 0.705438 -2.887506 0.708372

Antenna 70: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 11.066542 6.322401 5.522982 11.066542 0.699672 10.681611 3.514616 0.028917 0.157287

Antenna 70: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 12.044845 6.481897 6.543316 -0.087313 12.044845 0.955191 9.899852 0.399281 -4.219695

Antenna 70: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 10.472135 2.674131 8.153942 0.119511 10.472135 0.517556 4.377146 3.864518 5.728204

Antenna 70: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 8.966665 7.162630 2.394529 8.966665 -0.213709 1.907593 0.399735 4.341562 -0.505003

Antenna 70: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 24.384291 11.670326 6.635225 24.384291 6.324779 15.615933 7.377028 7.292962 -0.399373

Antenna 70: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 9.834270 4.384883 6.671589 2.043625 9.834270 5.511254 1.900382 2.785437 1.179957

Antenna 70: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 16.588399 9.401280 5.832750 16.588399 3.578044 8.217568 5.236658 5.933841 -0.856826

Antenna 70: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 35.881238 6.239824 9.666087 5.271037 24.194878 15.733954 35.881238 -0.626121 16.122314

Antenna 70: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 70: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 10.735668 5.362379 5.438636 1.065978 10.735668 -0.513995 4.176743 0.209632 5.364959

Antenna 70: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 8.805885 4.895803 2.790502 8.805885 1.008732 6.264044 1.020869 5.469278 0.440546

Antenna 70: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Discontinuties 16.501298 9.403517 5.722698 8.151088 9.497214 6.136729 6.725906 6.331343 16.501298

Antenna 70: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 8.246091 7.613230 4.655730 7.234832 8.246091 5.486624 3.389229 2.599703 5.541388

Antenna 70: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape 10.965846 6.869117 10.965846 10.432563 9.002523 5.718065 2.182565 5.563492 3.221636

Antenna 70: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 70: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 22.013785 12.981718 11.280504 18.298557 21.380657 20.586773 22.013785 7.288171 9.753956

Antenna 70: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 9.806963 9.112765 5.440242 8.553747 9.806963 2.650947 5.882236 2.665164 5.512073

Antenna 70: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 13.326488 8.119333 4.663658 10.901882 13.326488 1.963558 2.253839 3.748731 9.150097

Antenna 70: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 66.196564 27.410945 24.365221 18.090324 17.944488 64.598632 66.196564 48.049969 59.996644

Antenna 70: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 Not Found nn Temporal Variability 52.595135 43.912466 51.198849 27.122327 24.904878 52.595135 31.246720 29.783692 22.953595

Antenna 70: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 9.373828 5.551208 8.953947 9.373828 8.101504 3.143327 2.475325 8.729801 3.025906

Antenna 70: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Discontinuties 75.719429 29.303087 26.697288 19.738553 18.162045 25.344107 16.595767 53.960669 75.719429

Antenna 70: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 31.300323 10.381220 9.057196 23.122857 31.300323 19.346379 21.639293 4.008729 12.418238

Antenna 70: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 69.159230 31.687496 28.298032 27.741390 25.271073 69.159230 48.255551 14.080454 26.400611

Antenna 70: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 131.869057 54.689055 61.253376 34.543453 36.128948 110.116135 131.869057 50.618294 38.547722

Antenna 70: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 74.098697 34.976295 32.011888 38.027047 34.458162 74.098697 54.549385 28.924404 49.697355

Antenna 70: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 27.450522 8.583219 4.124138 20.374547 27.450522 5.875949 11.896315 3.856101 11.502806

Antenna 70: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 9.546381 6.126438 6.654119 9.546381 7.236556 8.815490 6.362592 6.901889 2.778698

Antenna 70: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 67.397461 26.177875 29.071949 17.968872 19.181874 62.867718 67.397461 24.720989 16.537898

Antenna 70: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 27.176856 23.608379 26.077264 17.919642 18.523945 27.176856 14.684684 18.166470 13.857451

Antenna 70: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 48.478478 30.433757 33.411644 19.381875 19.305423 48.478478 27.537438 36.689649 26.160395

Antenna 70: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 22.091568 5.011577 10.088970 22.091568 19.904877 12.360051 9.604100 7.778333 3.728321

Antenna 70: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Discontinuties 49.385920 26.392440 24.063071 18.170284 18.226456 25.075785 35.895025 42.972938 49.385920

Antenna 70: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 72.430819 22.338900 24.224098 17.928435 20.466027 72.430819 64.992265 24.167558 17.027887

Antenna 70: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 87.678362 16.501974 17.924511 13.298293 14.871752 87.678362 68.700627 30.722126 20.561220

Antenna 70: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Temporal Variability 64.854099 23.833680 26.324114 17.623724 19.947613 62.167535 64.854099 39.522077 19.140383

Antenna 70: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 122.735604 18.115890 20.126094 18.615290 20.604308 122.735604 116.794775 19.518230 12.380365

Antenna 70: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Discontinuties 27.108782 13.474964 13.096726 18.424830 25.886797 13.855244 17.527548 6.695234 27.108782

Antenna 70: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 163.646150 18.468350 16.701158 17.983228 15.405882 132.655882 163.646150 19.781905 36.804807

Antenna 70: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 154.314199 18.935536 20.549986 13.218293 16.089127 154.314199 129.039408 31.846376 16.515548

Antenna 70: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 65.716590 23.343762 21.687467 21.279463 17.033866 56.300794 65.716590 21.411100 43.308940

Antenna 70: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 67.909013 22.716658 21.106893 16.589787 13.472678 49.804893 67.909013 22.792489 44.460175

Antenna 70: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 70: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 24.769502 8.997952 10.007802 14.229734 24.769502 12.446176 18.888602 4.206168 23.340204

Antenna 70: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 76.370808 25.153975 26.665263 15.630333 18.928836 76.370808 42.514205 52.228204 30.137507

Antenna 70: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Power 27.076773 10.632244 9.299040 27.076773 14.632405 22.326933 10.754395 8.540141 6.034392

Antenna 70: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Discontinuties 17.123784 6.049165 7.080537 7.630493 9.602042 8.474302 6.024234 17.123784 8.461891

Antenna 70: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 RF_maintenance nn Temporal Variability 66.916684 6.144447 7.117987 10.011419 12.328896 66.916684 39.180580 37.025357 19.231206

Antenna 70: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 digital_ok ee Power 28.014212 11.728587 8.696144 28.014212 25.271906 19.558307 20.226829 9.995396 17.798157

Antenna 70: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Temporal Variability 3.709135 1.222534 1.606157 -2.182800 -1.089084 3.709135 -0.001258 2.196293 -1.197363

Antenna 70: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 70: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Temporal Discontinuties 95.429007 20.739890 19.295193 19.655831 21.080699 53.365437 37.272232 95.429007 63.352024

Antenna 70: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Temporal Variability 623.989930 18.712340 16.758423 23.963257 37.385927 623.989930 298.266812 263.641702 94.162503

Antenna 70: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Power 19.230910 -0.493029 1.958185 1.305332 19.230910 -0.482941 0.165297 0.228385 6.754094

Antenna 70: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Power 10.596309 2.193943 -0.459131 10.596309 0.937520 2.753275 -0.917033 6.208884 0.175029

Antenna 70: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 digital_ok ee Temporal Discontinuties 2712.834532 1382.342989 1382.342989 1250.044711 1250.044711 1018.039897 1018.039897 2712.834532 2712.834532

Antenna 70: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Temporal Discontinuties 1993.457684 538.239373 538.239373 486.222938 486.222938 499.034854 499.034854 1993.457684 1993.457684

Antenna 70: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 N04 digital_ok ee Temporal Discontinuties 1490.684173 462.064955 462.064955 463.999866 463.999866 457.417049 457.417049 1490.684173 1490.684173

Antenna 70: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 N04 digital_ok nn Power 17.237914 11.400949 -0.587887 17.237914 -0.156180 14.133939 -0.175045 5.475603 -0.093809

Antenna 70: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Temporal Discontinuties 47.586285 -0.790316 2.588037 0.505387 22.198240 0.735063 23.261129 0.495964 47.586285

Antenna 70: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Temporal Discontinuties 20.646795 -0.345679 0.902218 0.562317 11.129400 -0.273444 9.947297 -0.002456 20.646795

Antenna 70: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 68.575271 -0.457754 22.356065 0.301869 68.575271 -0.845895 7.919826 0.846212 9.730360

Antenna 70: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 72.839724 -0.337301 21.434713 0.422583 72.839724 -1.066677 11.345037 0.183454 12.993776

Antenna 70: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 49.970057 -1.023487 25.287953 2.605748 49.970057 nan nan -10.619603 -10.340121

Antenna 70: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 70: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 70: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 48.719465 20.539782 -0.682124 48.719465 -0.429608 9.505914 -0.628780 0.834591 -0.739623

Antenna 70: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 47.644217 22.644890 -0.329864 47.644217 -0.549254 9.138468 -0.662796 0.950177 -0.860027

Antenna 70: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 60.116077 -0.629117 22.443011 0.061028 60.116077 -0.122523 6.074403 -0.603169 1.303456

Antenna 70: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 72.044070 24.925615 19.452914 72.044070 67.997981 18.243847 17.005555 5.890911 2.613710

Antenna 70: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 60.018092 17.878022 22.972570 56.758913 60.018092 23.710648 22.048885 2.229955 5.160844

Antenna 70: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 62.321325 24.951810 19.434482 62.321325 58.779124 14.979317 15.615290 4.237483 1.934226

Antenna 70: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 83.829441 22.790970 27.966934 79.821351 83.829441 30.164504 30.704073 3.529121 6.906584

Antenna 70: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 62.245153 20.944085 16.838629 62.245153 58.634374 9.796519 10.647639 1.526721 0.361168

Antenna 70: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 63.206554 27.949185 23.997019 63.206554 60.091242 37.008001 33.420175 14.185632 8.977109

Antenna 70: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 70: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Shape 12.202334 12.202334 -0.108334 11.265974 -0.659239 1.505900 -0.904791 8.907188 0.222097

Antenna 70: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 85.697863 -0.426606 24.026354 0.194291 85.697863 -0.361967 31.984740 -1.056290 29.183312

Antenna 70: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 64.486975 -0.965697 25.551172 0.389606 64.486975 -0.975579 18.840734 1.099267 12.094173

Antenna 70: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Temporal Discontinuties 2.568737 -0.828208 0.159219 -0.005406 -0.278233 -1.095221 -0.951510 -0.577139 2.568737

Antenna 70: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Power 124.576450 30.817555 -0.437200 124.576450 0.256512 53.859151 -0.582640 9.825845 0.236471

Antenna 70: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
70 4 digital_ok nn Shape 12.837082 0.267516 12.837082 -0.685686 9.337769 1.479702 2.274812 -0.001850 8.953638